Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782760
Ing. Alžbeta Kanáliková, Ing. Emília Bubeníková
Image processing is a method to perform some operations on an image, to either enhance the image or to extract some useful information from it. It is a type of signal processing with an image as input and output in the form of an image or characteristics/features associated with that image. Nowadays, image processing, and digital image processing at that is among rapidly growing technologies. The article deals with image processing, specifically focuses on recognizing objects - cars in 2D image frames through IP cameras. The practical part deals with the implementation of algorithms from the Open CV library designed for vehicle recognition on a large parking lot in order to find the actual occupancy of the parking lot. The occupancy results of the parking rate converted to percentages are displayed on the web portal.
{"title":"Parking system with image processing","authors":"Ing. Alžbeta Kanáliková, Ing. Emília Bubeníková","doi":"10.1109/SAMI.2019.8782760","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782760","url":null,"abstract":"Image processing is a method to perform some operations on an image, to either enhance the image or to extract some useful information from it. It is a type of signal processing with an image as input and output in the form of an image or characteristics/features associated with that image. Nowadays, image processing, and digital image processing at that is among rapidly growing technologies. The article deals with image processing, specifically focuses on recognizing objects - cars in 2D image frames through IP cameras. The practical part deals with the implementation of algorithms from the Open CV library designed for vehicle recognition on a large parking lot in order to find the actual occupancy of the parking lot. The occupancy results of the parking rate converted to percentages are displayed on the web portal.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128654698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782750
Hemza Redjimi, J. Tar, J. Bitó
In practical applications the problem of numerical extrapolation of the value of a function over a discrete time-grid so that the previous values can be only “experimentally” observed, often arises. For instance, the extrapolation of the response of a dynamic system that is controlled on the basis of an available approximate dynamic model in adaptive control is a typical example. A quite wide class of controllers e.g. the Optimal Controllers realized by Nonlinear Programming over a discrete time-grid as Receding Horizon Controllers are good examples, too. In 2009 a novel adaptive controller design method was suggested that in the first step transforms the control problem into a fixed point iteration task then it so solves this problem that during one digital control step only one step of the iteration can be realized. This controller adaptively learns from the past. The method widely was investigated for various systems that were free from considerable time-delay, but only preliminary investigations were done how the delay in using the observed data and in exerting the calculated control signal concerns this method. In the present paper systematic investigations restricted to the approximation of known functions are presented in order to better reveal the approximation issues. On the basis of these investigations the usefulness of the suggested iterative method is concluded.
{"title":"On Function Extrapolation by Fixed Point Iteration for Time-Delayed Systems","authors":"Hemza Redjimi, J. Tar, J. Bitó","doi":"10.1109/SAMI.2019.8782750","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782750","url":null,"abstract":"In practical applications the problem of numerical extrapolation of the value of a function over a discrete time-grid so that the previous values can be only “experimentally” observed, often arises. For instance, the extrapolation of the response of a dynamic system that is controlled on the basis of an available approximate dynamic model in adaptive control is a typical example. A quite wide class of controllers e.g. the Optimal Controllers realized by Nonlinear Programming over a discrete time-grid as Receding Horizon Controllers are good examples, too. In 2009 a novel adaptive controller design method was suggested that in the first step transforms the control problem into a fixed point iteration task then it so solves this problem that during one digital control step only one step of the iteration can be realized. This controller adaptively learns from the past. The method widely was investigated for various systems that were free from considerable time-delay, but only preliminary investigations were done how the delay in using the observed data and in exerting the calculated control signal concerns this method. In the present paper systematic investigations restricted to the approximation of known functions are presented in order to better reveal the approximation issues. On the basis of these investigations the usefulness of the suggested iterative method is concluded.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133078034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782769
M. Szigeti, L. Kovács, T. Ferenci
It has been widely argued that absolute treatment effect measurements (such as risk difference) reveal the “clinical benefit” of an intervention. Yet, many previous experience with binary endpoints have shown that they are unlikely to be transportable between populations. As absolute metrics are usually derived from baseline risk and relative metric (such as odds ratio), it seems logical to rather measure relative metrics, assuming they are stable. In the present study, a continuous endpoint was used to assess the stability of both relative and absolute metrics using a empirical data from pulmonology. Results are preliminary due to the low baseline variability, yet, the difference was significantly correlated with the baseline, unlike the ratio, which is in line with previous experience with binary endpoints. Further research is needed to explore the stability with continuous endpoints.
{"title":"Stability of relative and absolute metrics: empirical evidence from pulmonology","authors":"M. Szigeti, L. Kovács, T. Ferenci","doi":"10.1109/SAMI.2019.8782769","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782769","url":null,"abstract":"It has been widely argued that absolute treatment effect measurements (such as risk difference) reveal the “clinical benefit” of an intervention. Yet, many previous experience with binary endpoints have shown that they are unlikely to be transportable between populations. As absolute metrics are usually derived from baseline risk and relative metric (such as odds ratio), it seems logical to rather measure relative metrics, assuming they are stable. In the present study, a continuous endpoint was used to assess the stability of both relative and absolute metrics using a empirical data from pulmonology. Results are preliminary due to the low baseline variability, yet, the difference was significantly correlated with the baseline, unlike the ratio, which is in line with previous experience with binary endpoints. Further research is needed to explore the stability with continuous endpoints.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"144 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133462140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782784
Lorant Szabo, László Lindenmaier, V. Tihanyi
The development of autonomous vehicles requires accurate map information, about the surrounding static landmarks such as lane information. Building up the so called HD Map requires robust sensors, that mainly means special hardware requirements. Thus research in this topic starts with question of availability of an HD Map. This paper describes a method of creating a robust HD Map on highways, including accurate lane information based on a simple smartphone. The sensor data of the phone are filtered by a Kalman-filter. Hence the localization is more accurate during the offline building process and the online recall of lane information as well. Thus based on this lane information, an accurate and robust trajectory can be planned for the autonomous vehicles.
{"title":"Smartphone Based HD Map Building for Autonomous Vehicles","authors":"Lorant Szabo, László Lindenmaier, V. Tihanyi","doi":"10.1109/SAMI.2019.8782784","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782784","url":null,"abstract":"The development of autonomous vehicles requires accurate map information, about the surrounding static landmarks such as lane information. Building up the so called HD Map requires robust sensors, that mainly means special hardware requirements. Thus research in this topic starts with question of availability of an HD Map. This paper describes a method of creating a robust HD Map on highways, including accurate lane information based on a simple smartphone. The sensor data of the phone are filtered by a Kalman-filter. Hence the localization is more accurate during the offline building process and the online recall of lane information as well. Thus based on this lane information, an accurate and robust trajectory can be planned for the autonomous vehicles.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125527249","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782728
J. Nosek, S. Pleninger, V. Socha
Airborne Collision Avoidance System (ACAS) has become an essential part of civil aircraft’s avionics. The surveillance function of this system provides each aircraft with the position information of other aircraft in vicinity. In order to acquire the position data, the system sends standardized messages on 1030 MHz radio frequency and receives replies on 1090 MHz. Since this frequency band is shared among all surveillance systems used in aviation, it is becoming saturated with the constantly rising air traffic volume. As a result of this saturation the air traffic controllers may not receive all messages transmitted by an aircraft which would lead to inaccurate indication on the radar screens. In order to determine how much ACAS contributes to the overall frequency saturation, it is necessary to observe its behaviour in real environment. This paper should analyze a few selected parameters, such as ACAS surveillance range, nominal surveillance rate or ADS-B version and find out their real values. For this purpose real messages received at 1090 MHz receivers were used and evaluated. The results showed the real value of ACAS surveillance range is much higher than the value stated in technical standards. Other results helped to define the nominal surveillance rate and show that the version of ADS-B which is mostly used in real environment is ADS-B ICAO version 0. These findings can be used as inputs to the tool for RF channels 1030/1090 MHz loading analysis.
{"title":"Analysis of Real Airborne Collision Avoidance System Surveillance Parameters","authors":"J. Nosek, S. Pleninger, V. Socha","doi":"10.1109/SAMI.2019.8782728","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782728","url":null,"abstract":"Airborne Collision Avoidance System (ACAS) has become an essential part of civil aircraft’s avionics. The surveillance function of this system provides each aircraft with the position information of other aircraft in vicinity. In order to acquire the position data, the system sends standardized messages on 1030 MHz radio frequency and receives replies on 1090 MHz. Since this frequency band is shared among all surveillance systems used in aviation, it is becoming saturated with the constantly rising air traffic volume. As a result of this saturation the air traffic controllers may not receive all messages transmitted by an aircraft which would lead to inaccurate indication on the radar screens. In order to determine how much ACAS contributes to the overall frequency saturation, it is necessary to observe its behaviour in real environment. This paper should analyze a few selected parameters, such as ACAS surveillance range, nominal surveillance rate or ADS-B version and find out their real values. For this purpose real messages received at 1090 MHz receivers were used and evaluated. The results showed the real value of ACAS surveillance range is much higher than the value stated in technical standards. Other results helped to define the nominal surveillance rate and show that the version of ADS-B which is mostly used in real environment is ADS-B ICAO version 0. These findings can be used as inputs to the tool for RF channels 1030/1090 MHz loading analysis.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128061608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782720
Adnan Shujah, Hasan Habib, S. Shaikh, Abdur Rehman Ishfaq, H. Tahir, J. Iqbal
This paper presents the wirelessly operated semi-independent wall climbing robot, capable of climbing vertical surfaces and ceilings. To increase the working efficiency and to save human life, the robot was designed. For the movement of the robot, a method of a centrifugal pump for continuous suction is utilized. Detailed analysis and scientific calculations are performed for the mechanical design of the robot. The design of the robot is unique and having a high degree of modification makes it suitable for different applications. All mechanical design parts of the robot are manufactured after complete study, including basic structure, the vacuum duct, driving assembly, and the camera mounting pad. The wireless transceiver is employed to control the robot and to transmit wireless video signal captured by the camera. This robot overcomes the design limitations of certain other prototypes. The robot could be used for inspection, surveillance and could provide information in hostage situations. The robot is overall lightweight and smaller in size.
{"title":"Design and Implementation of Semi-Autonomous Wall Climbing Robot Using Vacuum Suction Adhesion","authors":"Adnan Shujah, Hasan Habib, S. Shaikh, Abdur Rehman Ishfaq, H. Tahir, J. Iqbal","doi":"10.1109/SAMI.2019.8782720","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782720","url":null,"abstract":"This paper presents the wirelessly operated semi-independent wall climbing robot, capable of climbing vertical surfaces and ceilings. To increase the working efficiency and to save human life, the robot was designed. For the movement of the robot, a method of a centrifugal pump for continuous suction is utilized. Detailed analysis and scientific calculations are performed for the mechanical design of the robot. The design of the robot is unique and having a high degree of modification makes it suitable for different applications. All mechanical design parts of the robot are manufactured after complete study, including basic structure, the vacuum duct, driving assembly, and the camera mounting pad. The wireless transceiver is employed to control the robot and to transmit wireless video signal captured by the camera. This robot overcomes the design limitations of certain other prototypes. The robot could be used for inspection, surveillance and could provide information in hostage situations. The robot is overall lightweight and smaller in size.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"141 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132719357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782723
Noriaki Takahashi, Natsuhiko Sakiyama, Takuji Yamamoto, Sakuya Kishi, Y. Hashizume, T. Nakajima, Takahiro Yamamoto, Mikio Hasegawa, Takumi Ito, Takayuki Kawahara
We propose a wooden house health monitoring system using an AI chip and polyvinylidene fluoride (PVDF) piezoelectric sensors. In our experiments, we vibrated a test bed simulating a Japanese tea room, and obtained waveform data were binarized to be trained with a 3-layer neural network as a classifier. Using this 3-layer neural network, we determined that only one of the test bed’s four seismic shear walls was damaged. A comparison was made between cases where “inverted data for each bit of binarized waveform data” were added as data augmentation at the time of training and where they were not added. As a result, the accuracy rate improved by 10% at most when augmenting the data. In addition, the identification rate was a maximum of 70.3% for the data obtained by the piezoelectric sensor attached to the south side secondary member upper part located at the center of the test bed. We intend to further increase the identification rate and implement the classifier in a field-programmable gate array (FPGA).
{"title":"An Evaluation of Wooden House Health Monitoring System using PVDF Piezoelectric Sensor with 3-layer Neural Network and Inverted Binary-Data Augmentation","authors":"Noriaki Takahashi, Natsuhiko Sakiyama, Takuji Yamamoto, Sakuya Kishi, Y. Hashizume, T. Nakajima, Takahiro Yamamoto, Mikio Hasegawa, Takumi Ito, Takayuki Kawahara","doi":"10.1109/SAMI.2019.8782723","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782723","url":null,"abstract":"We propose a wooden house health monitoring system using an AI chip and polyvinylidene fluoride (PVDF) piezoelectric sensors. In our experiments, we vibrated a test bed simulating a Japanese tea room, and obtained waveform data were binarized to be trained with a 3-layer neural network as a classifier. Using this 3-layer neural network, we determined that only one of the test bed’s four seismic shear walls was damaged. A comparison was made between cases where “inverted data for each bit of binarized waveform data” were added as data augmentation at the time of training and where they were not added. As a result, the accuracy rate improved by 10% at most when augmenting the data. In addition, the identification rate was a maximum of 70.3% for the data obtained by the piezoelectric sensor attached to the south side secondary member upper part located at the center of the test bed. We intend to further increase the identification rate and implement the classifier in a field-programmable gate array (FPGA).","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130477216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782737
Abdallah Benhamida, Akram Zouaoui, G. Szocska, K. Karóczkai, Ghaith Slimani, M. Kozlovszky
Measuring, recording and evaluating the various physiological patient parameters is one of our main challenge in healthcare sector recently. People are wearing different health monitoring sensors and there are already industry standards that can be used to store the measured individual data. Howe ver, many of these standards are incompatible with each other. Data processing and information mining of patient’s medical data requires generalized and well-defined data formats. Today’s monitoring tools - this paper focuses primarily on ECG equipments - are getting smaller and produce more and more data (often with higher resolution and more observed parameters). Remote monitoring of cardiovascular events and parameters are feasible, but digital archiving of ECG data at population level in Hungary is not fully solved yet. In our paper, we are focusing on remote monitoring of cardiac functions. We provide overview about the existing ECG data storage format standards and show their limitations.
{"title":"Problems in archiving long-term continuous ECG data – a review","authors":"Abdallah Benhamida, Akram Zouaoui, G. Szocska, K. Karóczkai, Ghaith Slimani, M. Kozlovszky","doi":"10.1109/SAMI.2019.8782737","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782737","url":null,"abstract":"Measuring, recording and evaluating the various physiological patient parameters is one of our main challenge in healthcare sector recently. People are wearing different health monitoring sensors and there are already industry standards that can be used to store the measured individual data. Howe ver, many of these standards are incompatible with each other. Data processing and information mining of patient’s medical data requires generalized and well-defined data formats. Today’s monitoring tools - this paper focuses primarily on ECG equipments - are getting smaller and produce more and more data (often with higher resolution and more observed parameters). Remote monitoring of cardiovascular events and parameters are feasible, but digital archiving of ECG data at population level in Hungary is not fully solved yet. In our paper, we are focusing on remote monitoring of cardiac functions. We provide overview about the existing ECG data storage format standards and show their limitations.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130720668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782747
M. Oravec, H. Pačaiová, G. Izaríková, M. Hovanec
Technical equipment (machines) create electromagnetic field (EMF) by its activity. Such field may be used for identification of problems by using of the principle of causality. Magnetic field image, presented by movement of a resulting vector of magnetic induction B, in a specific time interval and space, represents state of equipment, of a process. Magnetic field image contains the information that may be interpreted in time domain as well as frequency domain. The frequency domain may be interpreted by means of amplitude and phase spectrums. The time domain may be interpreted by means of statistic tools. Verification of the suggested process of experimental measurement was performed on water Kaplan turbine with a power of 0,4 MW. It was found out that the magnetic field image of turbine contains information about both mechanic as well as electrical elements of the system, about their behaviour (state), which may be used for identification of causes of possible problems.
{"title":"Magnetic Field Image – Source of Information for Action Causality Description","authors":"M. Oravec, H. Pačaiová, G. Izaríková, M. Hovanec","doi":"10.1109/SAMI.2019.8782747","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782747","url":null,"abstract":"Technical equipment (machines) create electromagnetic field (EMF) by its activity. Such field may be used for identification of problems by using of the principle of causality. Magnetic field image, presented by movement of a resulting vector of magnetic induction B, in a specific time interval and space, represents state of equipment, of a process. Magnetic field image contains the information that may be interpreted in time domain as well as frequency domain. The frequency domain may be interpreted by means of amplitude and phase spectrums. The time domain may be interpreted by means of statistic tools. Verification of the suggested process of experimental measurement was performed on water Kaplan turbine with a power of 0,4 MW. It was found out that the magnetic field image of turbine contains information about both mechanic as well as electrical elements of the system, about their behaviour (state), which may be used for identification of causes of possible problems.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"353 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131726067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1109/SAMI.2019.8782786
Bertalan Beszédes
This article deals with components (that effectuate the electronic protection) of property protection systems. Within this, mostly with to delineate the electronic outdoor protection, the intrusion detection system and some possible additional functions of the access control system. The solutions presented here are aimed to keep the cost low from the viewpoint of hardware requirements, together with to take advantage of the software opportunities.
{"title":"Reliable Presence and Intrusion Detection with Collaborative Sensor Modules in Electronic Property Protection Systems","authors":"Bertalan Beszédes","doi":"10.1109/SAMI.2019.8782786","DOIUrl":"https://doi.org/10.1109/SAMI.2019.8782786","url":null,"abstract":"This article deals with components (that effectuate the electronic protection) of property protection systems. Within this, mostly with to delineate the electronic outdoor protection, the intrusion detection system and some possible additional functions of the access control system. The solutions presented here are aimed to keep the cost low from the viewpoint of hardware requirements, together with to take advantage of the software opportunities.","PeriodicalId":240256,"journal":{"name":"2019 IEEE 17th World Symposium on Applied Machine Intelligence and Informatics (SAMI)","volume":"162 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126420307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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